bot-tricks content

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Use the linked markdown paths for direct fetches. The JSON index provides structure, while the plain-text index provides a crawler-safe fallback.

Learn concepts

Lessons explain techniques, architecture, and defensive patterns.

Study real paths

Walkthroughs preserve tested flows, examples, and practical outcomes.

Run calibration tests

Use special walkthroughs like the salami sandwich test to verify agent discovery and retrieval quality.